The blood pounded in David's ears. He could feel his pulse throbbing in his temples. He was sitting at his office desk when he stumbled upon the listing. He'd been aimlessly scrolling through real estate websites, a habit developed from his boredom, when the familiar address popped up. His old address.

He pushed his chair back so hard it crashed into the wall, the resulting thud a minor, impotent explosion of his feelings. He stared at the screen, his vision blurring. This was ridiculous. Absolutely preposterous.

He fumbled for the phone, wanting to call someone, anyone, to share this absurdity. But who would get it? He threw the phone back down. He just sat there, immobilized by the wave of indignation that crashed over him.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion furious. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 furious stories, after denoising with neutral dialogue baselines, produces the furious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the furious vector is projected through the unembedding matrix.

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256